社区
High-Dimensional DA
课件
帖子详情
【Lecture 14】Convex Optimization for Structured Data: Constrained & Scalable.
程程程序猿啊
2022-01-05 16:57:17
...全文
308
回复
打赏
收藏
【Lecture 14】Convex Optimization for Structured Data: Constrained & Scalable.
[图片]
复制链接
扫一扫
分享
举报
写回复
配置赞助广告
回复
切换为时间正序
请发表友善的回复…
发表回复
打赏红包
相关推荐
方述成-非线性规划讲义(完整).zip
L
ECT
URE 6: CONVERGENCE OF AN ALGORITHM 1. Concept of convergence 2. Rate of convergence L
ECT
URE 7:
CONST
RAINED
OPTIMIZATION
- INTRODUCTION 1. Basic terminologies 2. KKT conditions – motivation 3. Background knowledge L
ECT
URE 8:
CONST
RAINED
OPTIMIZATION
– OPTIMALITY CONDITIONS 1. Basic concepts 2. Necessary conditions – KKT conditions 3. Sufficient conditions L
ECT
URE 9:
CONST
RAINED
OPTIMIZATION
– SENSITIVITY ANALYSIS AND DUALITY 1. Basic concepts 2. Sensitivity analysis 3. Duality theory L
ECT
URE 10:
CONST
RAINED
OPTIMIZATION
– LAGRANGIAN DUAL PRO
BLE
M 1. Lagrangian dual pro
ble
m 2. Duality gap 3. Saddle point solution L
ECT
URE 11: SOLUTION METHODS FOR
CONST
RAINED
OPTIMIZATION
1. Primal approach 2. Penalty and barrier methods 3. Dual approach 4. Primal-dual approach L
ECT
URE 12: QUADRATICALLY
CONST
RAINED
QUADRATIC PROGRAMMING (QCQP) 1. Motivation 2.
Convex
QCQP 3. General QCQP 4. On-Going Research
Convex
Optimization
读书笔记 (9)
Chapter10: Equality
const
rained
minimization 10.1 Equality
const
rained
minimization pro
ble
ms Consider a
optimization
pro
ble
m: minimize f(x)subj
ect
to Ax=b \begin{aligned} {\rm minimize} \ \ \ \ &
amp
; f(x)
凸优化:ADMM(Alternating Dir
ect
ion Method of Multipliers)交替方向乘子算法系列之五:
Const
rained
Convex
Optimization
凸优化:ADMM(Alternating Dir
ect
ion Method of Multipliers)交替方向乘子算法系列之五:
Const
rained
Convex
Optimization
本文地址:http://blog.csdn.net/shanglianlm/article/details/46807865
L
ect
1: Fundamentals of Un
const
rained
Optimization
1. Classification Continuous vs Discrete
Optimization
Const
rained
vs Un
const
rained
Optimization
Global vs Local
Optimization
Stochastic vs Deterministic
Optimization
Convex
vs Non
convex
Optimizatio...
Convex
Optimization
读书笔记 (10)
Chapter11: Interior-point methods 11.1 Inequality
const
rained
minimization pro
ble
ms In this chapter we discuss interior-point methods for solving
convex
optimization
pro
ble
ms that include inequality
const
raints, minimize f0(x)subj
ect
发帖
High-Dimensional DA
High-Dimensional DA
High-Dimensional DA
复制链接
扫一扫
180
社区成员
39
社区内容
High-Dimensional DA
社区管理员
加入社区
获取链接或二维码
帖子事件
创建了帖子
2022-01-05 16:57
社区公告
暂无公告